Fold 0
Model 0 best validation auc = 0.749296 on epoch 103
Model 0 test auc = 0.713426
Ensemble test auc = 0.713426
Fold 1
Model 0 best validation auc = 0.753991 on epoch 104
Model 0 test auc = 0.815172
Ensemble test auc = 0.815172
Fold 2
Model 0 best validation auc = 0.760563 on epoch 0
Model 0 test auc = 0.829621
Ensemble test auc = 0.829621
Fold 3
Model 0 best validation auc = 0.759624 on epoch 91
Model 0 test auc = 0.779952
Ensemble test auc = 0.779952
Fold 4
Model 0 best validation auc = 0.753052 on epoch 2
Model 0 test auc = 0.860325
Ensemble test auc = 0.860325
Fold 5
Model 0 best validation auc = 0.757746 on epoch 14
Model 0 test auc = 0.800722
Ensemble test auc = 0.800722
Fold 6
Model 0 best validation auc = 0.806573 on epoch 2
Model 0 test auc = 0.818182
Ensemble test auc = 0.818182
Fold 7
Model 0 best validation auc = 0.765258 on epoch 2
Model 0 test auc = 0.868754
Ensemble test auc = 0.868754
Fold 8
Model 0 best validation auc = 0.753521 on epoch 60
Model 0 test auc = 0.815774
Ensemble test auc = 0.815774
Fold 9
Model 0 best validation auc = 0.762911 on epoch 73
Model 0 test auc = 0.776641
Ensemble test auc = 0.776641
10-fold cross validation
	Seed 0 ==> test auc = 0.713426
	Seed 1 ==> test auc = 0.815172
	Seed 2 ==> test auc = 0.829621
	Seed 3 ==> test auc = 0.779952
	Seed 4 ==> test auc = 0.860325
	Seed 5 ==> test auc = 0.800722
	Seed 6 ==> test auc = 0.818182
	Seed 7 ==> test auc = 0.868754
	Seed 8 ==> test auc = 0.815774
	Seed 9 ==> test auc = 0.776641
Overall test auc = 0.807857 +/- 0.042284
Elapsed time = 0:08:16
